/tmp/ipykernel_25992/4293058459.py:21: FutureWarning: The `inplace` parameter in pandas.Categorical.reorder_categories is deprecated and will be removed in a future version. Reordering categories will always return a new Categorical object.
RDF/XML Syntax 175 OWL/XML Syntax 3 RDF/XML 3 unknown 1 Name: syntax, dtype: int64
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| AnnotationAssertion | 181 | 150294.500000 | 801196.664373 | 0.0 | 1426.75 | 7025.0 | 28479.75 | 9810543.0 |
| Declaration | 181 | 28577.901099 | 186574.824807 | 0.0 | 425.00 | 1162.0 | 4759.00 | 2401853.0 |
| SubClassOf | 176 | 38143.835165 | 212926.950523 | 0.0 | 333.00 | 1239.5 | 6542.25 | 2401824.0 |
| EquivalentClasses | 125 | 2652.456044 | 13621.110551 | 0.0 | 0.00 | 25.0 | 205.00 | 126427.0 |
| SubAnnotationPropertyOf | 114 | 8.093407 | 17.095024 | 0.0 | 0.00 | 2.0 | 7.00 | 120.0 |
| TransitiveObjectProperty | 113 | 6.109890 | 11.002712 | 0.0 | 0.00 | 2.0 | 6.00 | 69.0 |
| SubObjectPropertyOf | 102 | 40.478022 | 95.617141 | 0.0 | 0.00 | 2.0 | 36.25 | 674.0 |
| DisjointClasses | 93 | 27.225275 | 87.294692 | 0.0 | 0.00 | 1.0 | 21.00 | 639.0 |
| ObjectPropertyRange | 84 | 14.324176 | 27.046703 | 0.0 | 0.00 | 0.0 | 18.75 | 142.0 |
| ObjectPropertyDomain | 84 | 14.521978 | 27.762749 | 0.0 | 0.00 | 0.0 | 18.00 | 148.0 |
| InverseObjectProperties | 80 | 9.087912 | 17.893885 | 0.0 | 0.00 | 0.0 | 12.00 | 113.0 |
| SubPropertyChainOf | 65 | 9.329670 | 25.380662 | 0.0 | 0.00 | 0.0 | 2.00 | 149.0 |
| ClassAssertion | 62 | 80.109890 | 476.022852 | 0.0 | 0.00 | 0.0 | 18.00 | 5528.0 |
| FunctionalObjectProperty | 47 | 0.807692 | 1.701915 | 0.0 | 0.00 | 0.0 | 1.00 | 9.0 |
| SymmetricObjectProperty | 45 | 1.598901 | 8.430974 | 0.0 | 0.00 | 0.0 | 0.00 | 80.0 |
| DataPropertyRange | 42 | 1.087912 | 3.143522 | 0.0 | 0.00 | 0.0 | 0.00 | 30.0 |
| DataPropertyDomain | 37 | 1.016484 | 3.149104 | 0.0 | 0.00 | 0.0 | 0.00 | 32.0 |
| IrrefexiveObjectProperty | 36 | 0.598901 | 2.319411 | 0.0 | 0.00 | 0.0 | 0.00 | 26.0 |
| DifferentIndividuals | 34 | 0.675824 | 4.199364 | 0.0 | 0.00 | 0.0 | 0.00 | 56.0 |
| AnnotationPropertyRangeOf | 33 | 1.401099 | 10.187122 | 0.0 | 0.00 | 0.0 | 0.00 | 133.0 |
| SubDataPropertyOf | 28 | 0.829670 | 3.595362 | 0.0 | 0.00 | 0.0 | 0.00 | 33.0 |
| EquivalentObjectProperties | 27 | 1.368132 | 5.374554 | 0.0 | 0.00 | 0.0 | 0.00 | 36.0 |
| FunctionalDataProperty | 23 | 0.472527 | 1.522143 | 0.0 | 0.00 | 0.0 | 0.00 | 11.0 |
| InverseFunctionalObjectProperty | 20 | 0.164835 | 0.551517 | 0.0 | 0.00 | 0.0 | 0.00 | 4.0 |
| AsymmetricObjectProperty | 20 | 0.505495 | 2.520079 | 0.0 | 0.00 | 0.0 | 0.00 | 26.0 |
| Rule | 19 | 1.571429 | 5.501668 | 0.0 | 0.00 | 0.0 | 0.00 | 29.0 |
| DisjointObjectProperties | 17 | 0.236264 | 1.129320 | 0.0 | 0.00 | 0.0 | 0.00 | 10.0 |
| ObjectPropertyAssertion | 14 | 12.593407 | 102.235615 | 0.0 | 0.00 | 0.0 | 0.00 | 1024.0 |
| ReflexiveObjectProperty | 11 | 0.109890 | 0.503042 | 0.0 | 0.00 | 0.0 | 0.00 | 4.0 |
| AnnotationPropertyDomain | 9 | 0.263736 | 1.623959 | 0.0 | 0.00 | 0.0 | 0.00 | 17.0 |
| DisjointUnion | 7 | 0.087912 | 0.559170 | 0.0 | 0.00 | 0.0 | 0.00 | 5.0 |
| DataPropertyAssertion | 5 | 0.181319 | 1.609736 | 0.0 | 0.00 | 0.0 | 0.00 | 20.0 |
| DatatypeDefinition | 2 | 0.109890 | 1.409914 | 0.0 | 0.00 | 0.0 | 0.00 | 19.0 |
| SameIndividual | 1 | 0.005495 | 0.074125 | 0.0 | 0.00 | 0.0 | 0.00 | 1.0 |
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| Class | 180 | 116991.148352 | 626867.105947 | 0.0 | 1358.75 | 5096.5 | 20043.75 | 7205474.0 |
| ObjectSomeValuesFrom | 161 | 17105.758242 | 87416.275568 | 0.0 | 33.00 | 452.0 | 2856.75 | 853209.0 |
| ObjectIntersectionOf | 121 | 4134.565934 | 20277.633802 | 0.0 | 0.00 | 31.0 | 382.50 | 202009.0 |
| ObjectUnionOf | 86 | 27.164835 | 89.366681 | 0.0 | 0.00 | 0.0 | 15.75 | 767.0 |
| ObjectAllValuesFrom | 72 | 28.587912 | 147.933166 | 0.0 | 0.00 | 0.0 | 9.75 | 1764.0 |
| ObjectComplementOf | 64 | 12.505495 | 81.756460 | 0.0 | 0.00 | 0.0 | 2.00 | 1060.0 |
| ObjectMinCardinality | 60 | 2.192308 | 7.356085 | 0.0 | 0.00 | 0.0 | 1.00 | 57.0 |
| ObjectExactCardinality | 47 | 9.285714 | 88.773943 | 0.0 | 0.00 | 0.0 | 1.00 | 1193.0 |
| ObjectOneOf | 43 | 3.686813 | 28.344677 | 0.0 | 0.00 | 0.0 | 0.00 | 273.0 |
| DataMinCardinality | 25 | 0.236264 | 0.676523 | 0.0 | 0.00 | 0.0 | 0.00 | 4.0 |
| DataSomeValuesFrom | 22 | 6.994505 | 64.631424 | 0.0 | 0.00 | 0.0 | 0.00 | 859.0 |
| DataExactCardinality | 22 | 0.532967 | 1.634068 | 0.0 | 0.00 | 0.0 | 0.00 | 7.0 |
| ObjectHasValue | 20 | 144.153846 | 1586.411503 | 0.0 | 0.00 | 0.0 | 0.00 | 21288.0 |
| ObjectMaxCardinality | 19 | 0.846154 | 4.759226 | 0.0 | 0.00 | 0.0 | 0.00 | 45.0 |
| DataHasValue | 17 | 120.851648 | 1577.827290 | 0.0 | 0.00 | 0.0 | 0.00 | 21288.0 |
| ObjectHasSelf | 15 | 0.225275 | 0.962742 | 0.0 | 0.00 | 0.0 | 0.00 | 6.0 |
| DataAllValuesFrom | 3 | 0.104396 | 1.032661 | 0.0 | 0.00 | 0.0 | 0.00 | 13.0 |
| DataMaxCardinality | 2 | 0.010989 | 0.104539 | 0.0 | 0.00 | 0.0 | 0.00 | 1.0 |
| ontology | score | score_dash | score_impact | |
|---|---|---|---|---|
| 120 | omo | 0.956 | 0.956 | 0.956 |
| 7 | bfo | 0.804 | 0.822 | 0.786 |
| 149 | ro | 0.790 | 0.844 | 0.736 |
| 132 | pato | 0.706 | 0.956 | 0.456 |
| 63 | go | 0.700 | 0.904 | 0.495 |
| 110 | obi | 0.680 | 0.949 | 0.412 |
| 19 | cl | 0.617 | 0.949 | 0.286 |
| 165 | uberon | 0.584 | 0.800 | 0.368 |
| 102 | ncbitaxon | 0.545 | 0.711 | 0.379 |
| 144 | pr | 0.542 | 0.853 | 0.231 |
| 34 | doid | 0.537 | 0.949 | 0.126 |
| 13 | chebi | 0.527 | 0.631 | 0.423 |
| 43 | envo | 0.526 | 0.876 | 0.176 |
| 94 | mondo | 0.496 | 0.949 | 0.044 |
| 68 | hp | 0.496 | 0.867 | 0.126 |
| 173 | wbphenotype | 0.494 | 0.978 | 0.011 |
| 172 | wbls | 0.494 | 0.978 | 0.011 |
| 139 | plana | 0.491 | 0.978 | 0.005 |
| 113 | ogms | 0.484 | 0.733 | 0.236 |
| 39 | eco | 0.477 | 0.949 | 0.005 |
| 35 | dpo | 0.474 | 0.949 | 0.000 |
| 162 | trans | 0.474 | 0.920 | 0.027 |
| 128 | opl | 0.472 | 0.927 | 0.016 |
| 96 | mp | 0.467 | 0.889 | 0.044 |
| 111 | obib | 0.466 | 0.904 | 0.027 |
| 62 | gno | 0.466 | 0.927 | 0.005 |
| 122 | omrse | 0.465 | 0.838 | 0.093 |
| 41 | ecto | 0.464 | 0.911 | 0.016 |
| 159 | symp | 0.463 | 0.882 | 0.044 |
| 108 | oba | 0.456 | 0.889 | 0.022 |
| 45 | eupath | 0.453 | 0.889 | 0.016 |
| 134 | pco | 0.449 | 0.793 | 0.104 |
| 51 | fbdv | 0.449 | 0.882 | 0.016 |
| 138 | phipo | 0.447 | 0.882 | 0.011 |
| 79 | lepao | 0.445 | 0.889 | 0.000 |
| 25 | colao | 0.445 | 0.889 | 0.000 |
| 133 | pcl | 0.445 | 0.889 | 0.000 |
| 10 | caro | 0.444 | 0.667 | 0.220 |
| 179 | zfa | 0.442 | 0.867 | 0.016 |
| 49 | fbbt | 0.442 | 0.867 | 0.016 |
| 99 | mro | 0.441 | 0.882 | 0.000 |
| 170 | vto | 0.441 | 0.882 | 0.000 |
| 50 | fbcv | 0.441 | 0.860 | 0.022 |
| 72 | iao | 0.438 | 0.876 | 0.000 |
| 31 | ddpheno | 0.436 | 0.867 | 0.005 |
| 171 | wbbt | 0.435 | 0.860 | 0.011 |
| 16 | chmo | 0.432 | 0.816 | 0.049 |
| 125 | ontoavida | 0.430 | 0.860 | 0.000 |
| 1 | aism | 0.427 | 0.838 | 0.016 |
| 40 | ecocore | 0.427 | 0.844 | 0.011 |
| 181 | zp | 0.427 | 0.844 | 0.011 |
| 36 | dron | 0.426 | 0.771 | 0.082 |
| 24 | cob | 0.422 | 0.822 | 0.022 |
| 151 | rxno | 0.421 | 0.838 | 0.005 |
| 148 | rbo | 0.421 | 0.838 | 0.005 |
| 95 | mop | 0.419 | 0.816 | 0.022 |
| 65 | hancestro | 0.416 | 0.816 | 0.016 |
| 140 | planp | 0.413 | 0.822 | 0.005 |
| 57 | fypo | 0.411 | 0.822 | 0.000 |
| 178 | zeco | 0.411 | 0.822 | 0.000 |
| 8 | bspo | 0.410 | 0.727 | 0.093 |
| 58 | gecko | 0.408 | 0.816 | 0.000 |
| 141 | po | 0.401 | 0.704 | 0.099 |
| 12 | cdno | 0.400 | 0.800 | 0.000 |
| 6 | bco | 0.399 | 0.793 | 0.005 |
| 177 | xpo | 0.399 | 0.793 | 0.005 |
| 117 | ohpi | 0.394 | 0.787 | 0.000 |
| 74 | ico | 0.391 | 0.749 | 0.033 |
| 37 | duo | 0.390 | 0.764 | 0.016 |
| 161 | to | 0.388 | 0.771 | 0.005 |
| 145 | psdo | 0.382 | 0.764 | 0.000 |
| 101 | nbo | 0.379 | 0.653 | 0.104 |
| 55 | foodon | 0.371 | 0.660 | 0.082 |
| 69 | hsapdv | 0.369 | 0.711 | 0.027 |
| 116 | ohmi | 0.369 | 0.733 | 0.005 |
| 75 | ido | 0.368 | 0.616 | 0.121 |
| 56 | fovt | 0.366 | 0.733 | 0.000 |
| 130 | ornaseq | 0.366 | 0.733 | 0.000 |
| 46 | exo | 0.363 | 0.704 | 0.022 |
| 20 | clao | 0.363 | 0.727 | 0.000 |
| 44 | epio | 0.363 | 0.727 | 0.000 |
| 174 | xao | 0.360 | 0.704 | 0.016 |
| 38 | ecao | 0.355 | 0.711 | 0.000 |
| 136 | pdumdv | 0.355 | 0.711 | 0.000 |
| 127 | oostt | 0.354 | 0.698 | 0.011 |
| 103 | ncit | 0.354 | 0.593 | 0.115 |
| 157 | stato | 0.349 | 0.622 | 0.077 |
| 175 | xco | 0.347 | 0.682 | 0.011 |
| 33 | disdriv | 0.344 | 0.689 | 0.000 |
| 26 | cro | 0.344 | 0.689 | 0.000 |
| 118 | olatdv | 0.344 | 0.689 | 0.000 |
| 92 | mmusdv | 0.344 | 0.689 | 0.000 |
| 135 | pdro | 0.341 | 0.660 | 0.022 |
| 4 | apollo_sv | 0.340 | 0.587 | 0.093 |
| 167 | upheno | 0.336 | 0.638 | 0.033 |
| 59 | genepio | 0.336 | 0.638 | 0.033 |
| 11 | cdao | 0.336 | 0.667 | 0.005 |
| 60 | geno | 0.336 | 0.660 | 0.011 |
| 15 | chiro | 0.334 | 0.667 | 0.000 |
| 3 | apo | 0.334 | 0.667 | 0.000 |
| 18 | cio | 0.334 | 0.667 | 0.000 |
| 67 | hom | 0.334 | 0.667 | 0.000 |
| 77 | kisao | 0.334 | 0.667 | 0.000 |
| 158 | swo | 0.333 | 0.660 | 0.005 |
| 0 | agro | 0.333 | 0.660 | 0.005 |
| 2 | amphx | 0.330 | 0.660 | 0.000 |
| 47 | fao | 0.330 | 0.644 | 0.016 |
| 78 | labo | 0.330 | 0.660 | 0.000 |
| 160 | taxrank | 0.328 | 0.644 | 0.011 |
| 143 | ppo | 0.327 | 0.653 | 0.000 |
| 153 | scdo | 0.327 | 0.653 | 0.000 |
| 98 | mpio | 0.325 | 0.644 | 0.005 |
| 32 | dideo | 0.325 | 0.638 | 0.011 |
| 166 | uo | 0.324 | 0.489 | 0.159 |
| 27 | cteno | 0.322 | 0.644 | 0.000 |
| 80 | ma | 0.322 | 0.644 | 0.000 |
| 70 | hso | 0.319 | 0.638 | 0.000 |
| 176 | xlmod | 0.319 | 0.638 | 0.000 |
| 42 | emapa | 0.319 | 0.638 | 0.000 |
| 30 | ddanat | 0.317 | 0.622 | 0.011 |
| 48 | fbbi | 0.316 | 0.631 | 0.000 |
| 155 | so | 0.316 | 0.467 | 0.165 |
| 91 | mmo | 0.314 | 0.616 | 0.011 |
| 180 | zfs | 0.314 | 0.622 | 0.005 |
| 29 | cvdo | 0.314 | 0.616 | 0.011 |
| 129 | opmi | 0.313 | 0.593 | 0.033 |
| 9 | bto | 0.310 | 0.593 | 0.027 |
| 89 | miapa | 0.308 | 0.616 | 0.000 |
| 54 | fobi | 0.308 | 0.616 | 0.000 |
| 109 | obcs | 0.307 | 0.593 | 0.022 |
| 61 | geo | 0.307 | 0.571 | 0.044 |
| 84 | mf | 0.305 | 0.578 | 0.033 |
| 82 | maxo | 0.304 | 0.593 | 0.016 |
| 14 | cheminf | 0.300 | 0.600 | 0.000 |
| 152 | sbo | 0.300 | 0.600 | 0.000 |
| 107 | oarcs | 0.300 | 0.600 | 0.000 |
| 97 | mpath | 0.297 | 0.556 | 0.038 |
| 112 | ogg | 0.297 | 0.549 | 0.044 |
| 106 | oae | 0.296 | 0.504 | 0.088 |
| 66 | hao | 0.296 | 0.593 | 0.000 |
| 142 | poro | 0.296 | 0.593 | 0.000 |
| 81 | mamo | 0.289 | 0.578 | 0.000 |
| 83 | mco | 0.289 | 0.578 | 0.000 |
| 22 | clyh | 0.289 | 0.578 | 0.000 |
| 53 | flopo | 0.288 | 0.571 | 0.005 |
| 147 | pw | 0.287 | 0.564 | 0.011 |
| 28 | cto | 0.285 | 0.571 | 0.000 |
| 164 | txpo | 0.285 | 0.571 | 0.000 |
| 150 | rs | 0.284 | 0.564 | 0.005 |
| 119 | omit | 0.282 | 0.542 | 0.022 |
| 115 | ohd | 0.282 | 0.564 | 0.000 |
| 137 | peco | 0.280 | 0.527 | 0.033 |
| 146 | pso | 0.278 | 0.556 | 0.000 |
| 86 | mfoem | 0.277 | 0.549 | 0.005 |
| 64 | gsso | 0.272 | 0.527 | 0.016 |
| 23 | cmo | 0.269 | 0.489 | 0.049 |
| 169 | vt | 0.264 | 0.511 | 0.016 |
| 88 | mi | 0.264 | 0.511 | 0.016 |
| 87 | mfomd | 0.264 | 0.511 | 0.016 |
| 126 | ontoneo | 0.260 | 0.520 | 0.000 |
| 104 | ncro | 0.258 | 0.504 | 0.011 |
| 52 | fideo | 0.256 | 0.511 | 0.000 |
| 163 | tto | 0.256 | 0.511 | 0.000 |
| 124 | ons | 0.253 | 0.489 | 0.016 |
| 105 | nomen | 0.252 | 0.504 | 0.000 |
| 5 | aro | 0.245 | 0.467 | 0.022 |
| 121 | omp | 0.245 | 0.467 | 0.022 |
| 17 | cido | 0.239 | 0.467 | 0.011 |
| 76 | ino | 0.238 | 0.460 | 0.016 |
| 154 | sepio | 0.236 | 0.467 | 0.005 |
| 168 | vo | 0.235 | 0.393 | 0.077 |
| 85 | mfmo | 0.234 | 0.467 | 0.000 |
| 21 | clo | 0.233 | 0.400 | 0.066 |
| 73 | iceo | 0.230 | 0.460 | 0.000 |
| 71 | htn | 0.230 | 0.460 | 0.000 |
| 123 | one | 0.230 | 0.460 | 0.000 |
| 131 | ovae | 0.230 | 0.460 | 0.000 |
| 93 | mod | 0.225 | 0.438 | 0.011 |
| 156 | spd | 0.219 | 0.438 | 0.000 |
| 114 | ogsf | 0.197 | 0.393 | 0.000 |
| 90 | micro | 0.192 | 0.378 | 0.005 |
| 100 | ms | 0.000 | 0.000 | 0.000 |
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| score | 182.0 | 0.370121 | 0.115773 | 0.0 | 0.29775 | 0.344 | 0.43425 | 0.956 |
| score_dash | 182.0 | 0.687967 | 0.160745 | 0.0 | 0.57800 | 0.667 | 0.82200 | 0.978 |
| score_impact | 182.0 | 0.052214 | 0.132394 | 0.0 | 0.00000 | 0.011 | 0.03150 | 0.956 |